Associations of polygenic inheritance of physical activity with aerobic fitness, cardiometabolic risk factors and diseases: the HUNT study

被引:1
|
作者
Tynkkynen, Niko Paavo [1 ]
Tormakangas, Timo [1 ]
Palviainen, Teemu [2 ]
Hyvarinen, Matti [1 ]
Klevjer, Marie [4 ]
Joensuu, Laura [1 ]
Kujala, Urho [3 ]
Kaprio, Jaakko [2 ]
Bye, Anja [4 ]
Sillanpaa, Elina [1 ,5 ]
机构
[1] Univ Jyvaskyla, Fac Sport & Hlth Sci, Gerontol Res Ctr, POB 35 VIV, FIN-40014 Jyvaskyla, Finland
[2] Inst Mol Med Finland FIMM, HiLIFE, Helsinki, Finland
[3] Univ Jyvaskyla, Fac Sport & Hlth Sci, Jyvaskyla, Finland
[4] Norwegian Univ Sci & Technol NTNU, Fac Med & Hlth Sci, Dept Circulat & Med Imaging, Cardiac Exercise Res Grp CERG, Trondheim, Norway
[5] Wellbeing Serv Cty Cent Finland, Jyvaskyla, Finland
基金
芬兰科学院;
关键词
Polygenic risk score; Health behaviour; Gene-environment interaction; Physical activity; Common disease; DOSE-RESPONSE; COMMON; STRATIFICATION; SCORES; WOMEN; TIME;
D O I
10.1007/s10654-023-01029-w
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Physical activity (PA), aerobic fitness, and cardiometabolic diseases (CMD) are highly heritable multifactorial phenotypes. Shared genetic factors may underlie the associations between higher levels of PA and better aerobic fitness and a lower risk for CMDs. We aimed to study how PA genotype associates with self-reported PA, aerobic fitness, cardiometabolic risk factors and diseases. PA genotype, which combined variation in over one million of gene variants, was composed using the SBayesR polygenic scoring methodology. First, we constructed a polygenic risk score for PA in the Trondelag Health Study (N = 47,148) using UK Biobank single nucleotide polymorphism-specific weights (N = 400,124). The associations of the PA PRS and continuous variables were analysed using linear regression models and with CMD incidences using Cox proportional hazard models. The results showed that genotypes predisposing to higher amount of PA were associated with greater self-reported PA (Beta [B] = 0.282 MET-h/wk per SD of PRS for PA, 95% confidence interval [CI] = 0.211, 0.354) but not with aerobic fitness. These genotypes were also associated with healthier cardiometabolic profile (waist circumference [B = -0.003 cm, 95% CI = -0.004, -0.002], body mass index [B = -0.002 kg/m(2), 95% CI = -0.004, -0.001], high-density lipoprotein cholesterol [B = 0.004 mmol/L, 95% CI = 0.002, 0.006]) and lower incidence of hypertensive diseases (Hazard Ratio [HR] = 0.97, 95% CI = 0.951, 0.990), stroke (HR = 0.94, 95% CI = 0.903, 0.978) and type 2 diabetes (HR = 0.94, 95 % CI = 0.902, 0.970). Observed associations were independent of self-reported PA. These results support earlier findings suggesting small pleiotropic effects between PA and CMDs and provide new evidence about associations of polygenic inheritance of PA and intermediate cardiometabolic risk factors.
引用
收藏
页码:995 / 1008
页数:14
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